DEVELOPMENT... OpenML
Run
187963

Run 187963

Task 4518 (Supervised Classification) arsenic-female-lung Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(3)_F1
weka.A2DE(3)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8699
Per class
F measure
0.9883
Per class
Kappa
0.8072
KB relative information score
991.8239
Mean absolute error
0.02
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9894
Per class
Predictive accuracy
0.9893
Prior entropy
0.222
Recall
0.9893
Per class
Relative absolute error
0.2976
Root mean prior squared error
0.1812
Root mean squared error
0.1054
Root relative squared error
0.5814
SciMark benchmark
1307.4861